With the advancement of artificial intelligence. deep learning has become instrumental in land cover classification. While there has been a notable emphasis on refining model structures to improve classification accuracy. it is imperative to also emphasize the pivotal role of data-driven optimization techniques. https://www.atlanticknifers.shop/product-category/optics/